Search: VAR models
RBA Glossary definition for VAR models
VAR models – Vector Auto Regression models
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Sign-restricted VAR Results
18 Dec 2008
RDP
2008-08
13.5. 5.4. 44.6. 2.0. Looking at the variance decomposition of the shocks identified by the sign-restricted VAR model reveals some important differences (Table 4). ... To check the robustness of these results, the sign-restricted VAR model is
https://www.rba.gov.au/publications/rdp/2008/2008-08/sig-res-results.html
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Estimating the Models
31 Dec 2013
RDP
2013-07
Consequently, the SOE Minnesota VAR is a natural benchmark for the BVECMX model. ... The main way the SOE Minnesota VAR differs from the BVECMX model is in the parameters of the prior.
https://www.rba.gov.au/publications/rdp/2013/2013-07/estimating-models.html
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The VAR Methodology
1 Jul 1986
RDP
8608
As is the hallmark of VARs, there are no exclusion restrictions within the B. ... 2t. itself. The model presented in equation (1) is difficult to describe in terms of the B.
https://www.rba.gov.au/publications/rdp/1986/8608/var-methodology.html
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Appendix E: What Does the Empirical VAR Capture?
31 Dec 2013
RDP
2013-10
To do this, we compare impulse responses from our empirical VAR estimated using simulated data to the impulse responses to exogenous terms of trade volatility shocks generated by our model. ... Despite its linear structure, the VAR comes extremely close
https://www.rba.gov.au/publications/rdp/2013/2013-10/appendix-e.html
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VAR Estimation Results
1 Jun 1989
RDP
8903
The two sets of results are discussed in turn. Each VAR model includes four lags of each variable. ... M1 leads nominal GDP in the 1978–88 period. Table 2 shows results for three-variable VARs, where the bill rate is included in every model.
https://www.rba.gov.au/publications/rdp/1989/8903/var-estimation-results.html
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The Structural VAR
31 Dec 2001
RDP
2001-01
The VAR methodology specifically allows the data to suggest the best model. ... If, for example, we have estimated a VAR(3) model, the long-run cumulative effect of an innovation in u.
https://www.rba.gov.au/publications/rdp/2001/2001-01/structural-var.html
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A Small BVAR-DSGE Model for Forecasting the Australian Economy
23 Sep 2008
RDP
2008-04
Research Discussion Papers contain the results of economic research within the Reserve Bank
https://www.rba.gov.au/publications/rdp/2008/2008-04.html
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Estimating and Identifying Empirical BVAR-DSGE Models for Small Open Economies
2 Feb 2015
RDP
PDF
759KB
Dynamicstochastic general equilibrium (DSGE) models place greater emphasis on theory,while vector autoregression (VAR) models tend to provide a better fit of the data.Del Negro and Schorfheide (2004) develop a ... method of using a DSGE model toinform
https://www.rba.gov.au/publications/rdp/2013/pdf/rdp2013-06.pdf
DSGE Reno: Adding a Housing Block to a Small Open Economy Model
1 Apr 2018
RDP
2018-04
Structural VARS:. The code to estimate the structural VAR models and reproduce Figure 12 can be found in the ‘SVAR’ directory. ... Existing results are stored in VAR_model_1, VAR_model_2, VAR_model_3 and VAR_model_4. Bayesian IRFs:.
https://www.rba.gov.au/publications/rdp/2018/2018-04/read-me.html
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Can We Use High-frequency Yield Data to Better Understand the Effects of Monetary Policy and Its Communication? Yes and No!
1 Apr 2023
RDP
2023-04
model the future path of interest rates and premia based on data on yields. ... Our baseline VAR is estimated (using ordinary least squares) at a monthly frequency.
https://www.rba.gov.au/publications/rdp/2023/2023-04/full.html
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